Pymetrics first then Hirevue then two interviews, behavioral first and then a case focused on a telecom company dealing with customer churn. Less math intensive than you'd get at MBB style firms. Cultural fit is very heavily weighted, the interviewers kept coming back to how you collaborate across functions and whether you thrive in ambiguity
Questions Asked
1.“A client's operations team has very high attrition. What's your investigative approach?”
2.“What's your approach to stakeholder management on a large transformation project?”
Business Analyst
Winnipeg, MB
Winter 2026No Offer
University of Manitoba · Business Administration
2nd year · 2.9-3.2 GPA · 0 past internships
Average Interview
Pre-recordedCase studyVirtual
Pymetrics then HireVue then interview round. Got too deep in the analysis, didn't pass the case
Questions Asked
1.“How do you prioritize recommendations when a client cannot implement everything at once?”
2.“What change management activities would you recommend for a major ERP rollout?”
Consulting Analyst
Toronto, ON
Summer 2026No Offer
York University · Business Administration
2nd year · 2.9-3.2 GPA · 0 past internships
Hard Interview
Case studyBehavioralMultiple rounds
Resume screening then phone interview then a take home case they gave me about 48 hours for. The case was about analyzing a company's financials and recommending whether to invest or pass. Then final interview where they grilled me on my case with detailed follow up questions. They kept poking at weak spots in the analysis. Interviewers were tough but fair overall
Questions Asked
1.“A client's internal audit function is critically understaffed. What are the risks and how do you address them?”
Data Science
London, ON
Fall 2025Accepted
Western University · Data Science
3rd year · 3.3-3.6 GPA · 2 past internships
Average Interview
Case studyIn-Person
HR screen was fine then the technical round had JavaScript React and C# questions, weird combo but their stack uses all three, LeetCode easy level questions and some SQL plus OOP concepts, took 3 weeks total which they warned me.
Questions Asked
1.“How would you handle a dataset where 95% of labels belong to one class”
2.“Walk me through your process for cleaning and preparing a messy real-world dataset”
Software Developer
Vancouver, BC
Summer 2026No Offer
University of Victoria · Software Engineering
2nd year · 2.9-3.2 GPA · 0 past internships
Easy Interview
TechnicalBehavioralVirtual
Light coding and system design, nothing crazy. Generic thanks but no thanks email a week later
Questions Asked
1.“What's the difference between a binary tree and a binary search tree?”